Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Kentucky

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Kentucky
Series ID SMU21000006562100001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 2001-01-01 to 2026-03-01
Last Updated 2026-05-07 11:07 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
2001-01-01 62.0144507956161
2001-02-01 62.2382376553092
2001-03-01 62.3814450429409
2001-04-01 62.9216428088077
2001-05-01 63.0679508734930
2001-06-01 63.3060533056513
2001-07-01 63.6213787258328
2001-08-01 63.4326266388214
2001-09-01 63.4801163745691
2001-10-01 63.7649725037803
2001-11-01 63.7752680525126
2001-12-01 63.9687119162823
2002-01-01 64.2365518606092
2002-02-01 64.4535886542353
2002-03-01 64.6827257496061
2002-04-01 64.8294173254377
2002-05-01 64.9568508481037
2002-06-01 65.2051044943696
2002-07-01 65.3104179139076
2002-08-01 65.5246069992464
2002-09-01 65.8736943129139
2002-10-01 65.8739031861502
2002-11-01 66.1784388175029
2002-12-01 66.3582091192753
2003-01-01 66.3647524680035
2003-02-01 66.3661533511431
2003-03-01 66.3622705529360
2003-04-01 66.3340301472246
2003-05-01 66.5390936913993
2003-06-01 66.6106521692815
2003-07-01 66.2989309637250
2003-08-01 66.8343771691037
2003-09-01 66.8725120169582
2003-10-01 66.3798239120331
2003-11-01 66.1842783310446
2003-12-01 66.1479212428819
2004-01-01 66.2808530519432
2004-02-01 66.4759163741569
2004-03-01 66.7419746720325
2004-04-01 66.8398044989872
2004-05-01 66.9159116133296
2004-06-01 67.0211835869900
2004-07-01 67.1831047627447
2004-08-01 67.4572830096854
2004-09-01 67.4772432138652
2004-10-01 67.6644889603389
2004-11-01 67.9876081627074
2004-12-01 68.3197028049468
2005-01-01 67.7985571628551
2005-02-01 68.3011784783957
2005-03-01 68.3385266896739
2005-04-01 68.4440197011065
2005-05-01 68.7059080120660
2005-06-01 68.7343053475011
2005-07-01 68.8728639610278
2005-08-01 68.7854394024619
2005-09-01 68.8826722056224
2005-10-01 68.6264203965345
2005-11-01 68.5682980381224
2005-12-01 68.7748113538484
2006-01-01 69.1101535362940
2006-02-01 69.4350529681073
2006-03-01 69.6725851506850
2006-04-01 69.8584616567713
2006-05-01 69.8086471531071
2006-06-01 70.2518679225131
2006-07-01 70.0583396313147
2006-08-01 69.9086940134684
2006-09-01 70.0876867281812
2006-10-01 70.7585640851113
2006-11-01 70.8299213955888
2006-12-01 71.1217545867803
2007-01-01 70.9136911612788
2007-02-01 71.2807627312423
2007-03-01 71.5230904358947
2007-04-01 71.5811198957826
2007-05-01 71.8374566832446
2007-06-01 72.3731071676080
2007-07-01 72.1500049394219
2007-08-01 72.3173932847483
2007-09-01 72.3838795873653
2007-10-01 72.4741452091025
2007-11-01 72.5703210392572
2007-12-01 72.7584290490412
2008-01-01 72.9273771665407
2008-02-01 72.9389540385420
2008-03-01 72.8735247436262
2008-04-01 73.1248093703679
2008-05-01 73.2755672090019
2008-06-01 73.3916400608317
2008-07-01 73.4418560724889
2008-08-01 73.5082241406338
2008-09-01 73.7723835392116
2008-10-01 73.7928737713461
2008-11-01 73.9225800577422
2008-12-01 73.9273308714905
2009-01-01 73.8400898250681
2009-02-01 73.7754253998733
2009-03-01 74.1017751533347
2009-04-01 74.3633044703394
2009-05-01 74.5135502723981
2009-06-01 74.5988589926284
2009-07-01 74.8501146729429
2009-08-01 74.9876094821001
2009-09-01 74.9484072617802
2009-10-01 75.3453969340097
2009-11-01 75.5944459686123
2009-12-01 75.5920108890743
2010-01-01 75.0739086029034
2010-02-01 74.9984128376502
2010-03-01 75.0953918180420
2010-04-01 75.1913980961557
2010-05-01 75.3415260073005
2010-06-01 75.4959058718947
2010-07-01 76.1548697733142
2010-08-01 75.9626875452233
2010-09-01 76.1256563671441
2010-10-01 76.3470319620721
2010-11-01 76.4053976824691
2010-12-01 76.6883027299630
2011-01-01 76.4049310562395
2011-02-01 76.3866249506193
2011-03-01 76.2619410907274
2011-04-01 77.0031899219637
2011-05-01 76.8497059037663
2011-06-01 77.0871333259974
2011-07-01 77.2753710338060
2011-08-01 77.3418376983878
2011-09-01 78.0029820462252
2011-10-01 77.7863952068495
2011-11-01 77.7463699197008
2011-12-01 77.8741680948397
2012-01-01 78.2392574155314
2012-02-01 78.6612447594700
2012-03-01 78.9195418046586
2012-04-01 78.9984872607992
2012-05-01 79.1445099331927
2012-06-01 79.2868844654635
2012-07-01 79.0835961655056
2012-08-01 79.3162886463468
2012-09-01 79.5019481588434
2012-10-01 79.4536187837334
2012-11-01 79.5913930697025
2012-12-01 79.8793236770626
2013-01-01 79.7511478944173
2013-02-01 79.6951752547570
2013-03-01 79.8826260922145
2013-04-01 79.5721569494170
2013-05-01 79.4077016074134
2013-06-01 79.5055570783705
2013-07-01 79.5075341858280
2013-08-01 79.5066444621489
2013-09-01 79.5077937962561
2013-10-01 79.5310564213613
2013-11-01 79.6306917223029
2013-12-01 79.5973255500566
2014-01-01 79.5459542443431
2014-02-01 79.6274678927676
2014-03-01 79.6512822758941
2014-04-01 79.8287880102188
2014-05-01 80.0861477512871
2014-06-01 80.1393534601426
2014-07-01 80.0090120947067
2014-08-01 80.3989707136495
2014-09-01 80.5309722578717
2014-10-01 80.1822521694647
2014-11-01 80.5359063842340
2014-12-01 80.8327682621276
2015-01-01 81.2438981685055
2015-02-01 81.0803803438215
2015-03-01 81.1375551904269
2015-04-01 80.8800149376954
2015-05-01 81.6663974988710
2015-06-01 81.3763369806199
2015-07-01 81.8198502297910
2015-08-01 81.9011918520966
2015-09-01 81.8511004913389
2015-10-01 81.8976637312194
2015-11-01 82.4185202210070
2015-12-01 82.5598839251886
2016-01-01 82.9408713685800
2016-02-01 83.1592673912030
2016-03-01 83.2430038337588
2016-04-01 83.4360617652582
2016-05-01 83.7678601945623
2016-06-01 83.6052908886975
2016-07-01 83.7152687606870
2016-08-01 83.9169451957566
2016-09-01 84.0641410152037
2016-10-01 84.2951852528496
2016-11-01 84.2869045631401
2016-12-01 84.3897422950227
2017-01-01 84.4282035141935
2017-02-01 84.5327252971254
2017-03-01 84.6584403580539
2017-04-01 84.7063468690076
2017-05-01 84.6677150667138
2017-06-01 85.0286899741795
2017-07-01 85.2372540025987
2017-08-01 85.3477009675961
2017-09-01 85.5575446295575
2017-10-01 85.8898770176963
2017-11-01 85.6446144275822
2017-12-01 85.6889483586380
2018-01-01 85.9090060986589
2018-02-01 86.0197820344983
2018-03-01 86.5845813500513
2018-04-01 86.6950907532514
2018-05-01 86.5825231861781
2018-06-01 87.0546300690930
2018-07-01 86.5506203720901
2018-08-01 86.6899127503095
2018-09-01 86.7443379186345
2018-10-01 87.0869172644889
2018-11-01 87.2941644798662
2018-12-01 87.2808420604355
2019-01-01 87.0720602068831
2019-02-01 87.4987092458610
2019-03-01 87.6107636452598
2019-04-01 88.1029195680245
2019-05-01 88.4846497679021
2019-06-01 88.7934451329346
2019-07-01 88.9736293377728
2019-08-01 89.0295680698873
2019-09-01 89.1333796192072
2019-10-01 88.5848411273891
2019-11-01 89.1360814609381
2019-12-01 89.5554450870782
2020-01-01 90.9431940262479
2020-02-01 91.0775879437788
2020-03-01 90.5521231759706
2020-04-01 72.9824183239489
2020-05-01 80.6728239120602
2020-06-01 84.4277765682371
2020-07-01 86.4809599404047
2020-08-01 87.2765334816513
2020-09-01 87.6394232410770
2020-10-01 89.0919480266989
2020-11-01 89.5021931523900
2020-12-01 89.6423539454535
2021-01-01 90.8880594650915
2021-02-01 91.0344324676437
2021-03-01 92.1781103986417
2021-04-01 91.7530936102435
2021-05-01 91.9728020352641
2021-06-01 91.9827106601453
2021-07-01 92.2926017191866
2021-08-01 92.4964244888755
2021-09-01 91.8399702151320
2021-10-01 93.2965863339328
2021-11-01 93.5474828076301
2021-12-01 93.7127678115195
2022-01-01 94.2556329728349
2022-02-01 94.5124035524746
2022-03-01 94.6983891996323
2022-04-01 94.8738191844502
2022-05-01 95.1713679770587
2022-06-01 95.3228938480603
2022-07-01 95.5949672375525
2022-08-01 95.7161360321277
2022-09-01 95.8476587549876
2022-10-01 96.0932259716852
2022-11-01 96.3181648803461
2022-12-01 96.5055264288791
2023-01-01 97.8207377602273
2023-02-01 98.0983325429155
2023-03-01 98.5126116482521
2023-04-01 98.2926968513467
2023-05-01 98.3792194940042
2023-06-01 98.9469040789916
2023-07-01 98.7013763503051
2023-08-01 98.8178318331019
2023-09-01 98.9687497269601
2023-10-01 99.0852706066410
2023-11-01 99.0887631878502
2023-12-01 99.3964192590365
2024-01-01 99.3944292250179
2024-02-01 99.5877053173578
2024-03-01 99.9251898361796
2024-04-01 100.3052346041080
2024-05-01 100.5885889356970
2024-06-01 100.8486851458570
2024-07-01 101.1042196468390
2024-08-01 101.4098326996500
2024-09-01 101.7851827400270
2024-10-01 101.9760966725860
2024-11-01 102.4829196773980
2024-12-01 102.4712451124980
2025-01-01 102.9789022730510
2025-02-01 103.1854371558740
2025-03-01 103.3476907258460
2025-04-01 103.5264912509950
2025-05-01 103.7039281566000
2025-06-01 103.7461474692650
2025-07-01 104.0115919066460
2025-08-01 104.2919388688300
2025-09-01 103.6910376418990
2025-10-01 104.7748920808550
2025-11-01 104.1777775532180
2025-12-01 104.5540499389090
2026-01-01 104.7697781608140
2026-02-01 105.0877261299930
2026-03-01 104.4587782791360

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